Huanjing Wang

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 7

Top Topics

Fraud Detection

Machine Learning Models

Feature Selection

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

Publications

Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods. J. Big Data 11 (1) (2024)
John T. Hancock, Huanjing Wang, Taghi M. Khoshgoftaar, Qianxin Liang
Data reduction techniques for highly imbalanced medicare Big Data. J. Big Data 11 (1) (2024)
Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar
Enhancing Credit Card Fraud Detection Through a Novel Ensemble Feature Selection Technique. IRI (2023)
John T. Hancock, Richard A. Bauder, Huanjing Wang, Taghi M. Khoshgoftaar
Explainable machine learning models for Medicare fraud detection. J. Big Data 10 (1) (2023)
Huanjing Wang, John T. Hancock, Taghi M. Khoshgoftaar
Improving Medicare Fraud Detection through Big Data Size Reduction Techniques. SOSE (2023)
Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar
A Comparative Study of Model-Agnostic and Importance-Based Feature Selection Approaches. CogMI (2023)
Huanjing Wang, Taghi M. Khoshgoftaar
A Study on Software Metric Selection for Software Fault Prediction. ICMLA (2019)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
Stability of Three Forms of Feature Selection Methods on Software Engineering Data. SEKE (2015)
Huanjing Wang, Taghi M. Khoshgoftaar, Naeem Seliya
On the Stability of Feature Selection Methods in Software Quality Prediction: An Empirical Investigation. Int. J. Softw. Eng. Knowl. Eng. 25 (9-10) (2015)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
An Empirical Investigation on Wrapper-Based Feature Selection for Predicting Software Quality. Int. J. Softw. Eng. Knowl. Eng. 25 (1) (2015)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
Stability of filter- and wrapper-based software metric selection techniques. IRI (2014)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
Choosing the Best Classification Performance Metric for Wrapper-based Software Metric Selection for Defect Prediction. SEKE (2014)
Huanjing Wang, Taghi M. Khoshgoftaar, Qianhui Althea Liang
A Study of Software Metric Selection Techniques: stability Analysis and Defect Prediction Model Performance. Int. J. Artif. Intell. Tools 22 (5) (2013)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
An Empirical Study on Wrapper-Based Feature Selection for Software Engineering Data. ICMLA (2) (2013)
Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
A Study on First Order Statistics-Based Feature Selection Techniques on Software Metric Data. SEKE (2013)
Taghi M. Khoshgoftaar, Alireza Fazelpour, Huanjing Wang, Randall Wald
A survey of stability analysis of feature subset selection techniques. IRI (2013)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang
Exploring filter-based feature selection techniques for software quality classification. Int. J. Inf. Decis. Sci. 4 (2/3) (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
Software measurement data reduction using ensemble techniques. Neurocomputing 92 (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
An Empirical Study of Software Metric Selection Techniques for Defect Prediction. SEKE (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
An Empirical Study on the Stability of Feature Selection for Imbalanced Software Engineering Data. ICMLA (1) (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques. IRI (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano
A Comparative Study on the Stability of Software Metric Selection Techniques. ICMLA (2) (2012)
Huanjing Wang, Taghi M. Khoshgoftaar, Randall Wald
Measuring robustness of Feature Selection techniques on software engineering datasets. IRI (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
An Empirical Study of Software Metrics Selection Using Support Vector Machine. SEKE (2011)
David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Huanjing Wang
Stability Analysis of Feature Ranking Techniques on Biological Datasets. BIBM (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse, Kehan Gao
Metric Selection for Software Defect Prediction. Int. J. Softw. Eng. Knowl. Eng. 21 (2) (2011)
Huanjing Wang, Taghi M. Khoshgoftaar
Measuring Stability of Threshold-Based Feature Selection Techniques. ICTAI (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Qianhui Althea Liang
Stability and Classification Performance of Feature Selection Techniques. ICMLA (1) (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Naeem Seliya
How Many Software Metrics Should be Selected for Defect Prediction? FLAIRS Conference (2011)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, Naeem Seliya
Choosing software metrics for defect prediction: an investigation on feature selection techniques. Softw. Pract. Exp. 41 (5) (2011)
Huanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse
A Comparative Study of Threshold-Based Feature Selection Techniques. GrC (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao
Ensemble Feature Selection Technique for Software Quality Classification. SEKE (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao
A comparative study of filter-based feature ranking techniques. IRI (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano
A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction. ICMLA (2010)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya
Mining Data from Multiple Software Development Projects. ICDM Workshops (2009)
Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang
An Empirical Investigation of Filter Attribute Selection Techniques for Software Quality Classification. IRI (2009)
Huanjing Wang, Taghi M. Khoshgoftaar, Kehan Gao, Naeem Seliya
High-Dimensional Software Engineering Data and Feature Selection. ICTAI (2009)
Pengpeng Lin, Huanjing Wang, Taghi M. Khoshgoftaar
A Novel Hybrid Search Algorithm for Feature Selection. SEKE (2009)
Guangming Xing, Zhonghang Xia, Huanjing Wang
Xdiff+: a visualization system for XML documents and Schemata. ACM Southeast Regional Conference (2008)
Huanjing Wang, Guangming Xing, Kairui Chen
Categorical Data Transformation Methods for Neural Networks. IKE (2008)
Huanjing Wang, Allen S. Parrish, Randy K. Smith, Susan V. Vrbsky
Improved variable and value ranking techniques for mining categorical traffic accident data. Expert Syst. Appl. 29 (4) (2005)
Huanjing Wang, Jingyuan Zhang
Performance comparison of location areas and reporting centres under individualised mobility models. Int. J. High Perform. Comput. Netw. 3 (5/6) (2005)
Susan V. Vrbsky, Randy K. Smith, Allen S. Parrish, Huanjing Wang
Strategies to Improve Variable Selection Performance. IKE (2005)
Huanjing Wang, Allen S. Parrish, Randy K. Smith, Susan V. Vrbsky
Variable selection and ranking for analyzing automobile traffic accident data. SAC (2005)
Huanjing Wang, Hui-Chuan Chen, Allen S. Parrish
Automated selection of auto crash causes. ACM Southeast Regional Conference (2004)
Huanjing Wang, Guangbin Fan, Jingyuan Zhang
Performance Comparison of Location Areas and Reporting Centers Under Aggregate Movement Behavior Mobility Models. ICPP (2002)